Data Profiling Report

Basic Statistics

Raw Counts

Name	Value
Rows	307,511
Columns	56
Discrete columns	12
Continuous columns	44
All missing columns	0
Missing observations	412,799
Complete Rows	167,732
Total observations	17,220,616
Memory allocation	131.4 Mb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (with frequency)

QQ Plot

## Warning: Removed 1 rows containing non-finite values (stat_qq).

## Warning: Removed 1 rows containing non-finite values (stat_qq_line).

## Warning: Removed 1 rows containing non-finite values (stat_qq).
## Removed 1 rows containing non-finite values (stat_qq_line).

## Warning: Removed 182 rows containing non-finite values (stat_qq).

## Warning: Removed 182 rows containing non-finite values (stat_qq_line).

## Warning: Removed 708 rows containing non-finite values (stat_qq).

## Warning: Removed 708 rows containing non-finite values (stat_qq_line).

Correlation Analysis

Principal Component Analysis